3DPyranet models

ws3d_base(input_tensor, weights, rf=(3, 4, 4), strides=(1, 1, 1, 1, 1), padding='VALID', data_format='NDHWC', name='ws3d')[source]

PyraNet uses a VALID padding type.

Parameters:
  • input_tensor
  • weights
  • rf – a list containing the receptive field sizes [height, width], it is the r_l in the original paper
  • strides – overlap of receptive fields [1, stride_h, stride_w, 1], it is the o_l in the original paper
  • padding – only VALID is admitted
  • data_format
  • name
Returns: